| Towards a general-purpose foundation model for computational pathology RJ Chen*, T Ding*, MY Lu*, DFK Williamson*, G Jaume, AH Song, ... Nature Medicine 30 (3), 850-862, 2024 | 453 | 2024 |
| Electroencephalogram signatures of ketamine anesthesia-induced unconsciousness O Akeju, AH Song, AE Hamilos, KJ Pavone, FJ Flores, EN Brown, ... Clinical neurophysiology 127 (6), 2414-2422, 2016 | 209 | 2016 |
| Artificial intelligence for digital and computational pathology AH Song*, G Jaume*, DFK Williamson, MY Lu, A Vaidya, TR Miller, ... Nature Reviews Bioengineering 1 (12), 930-949, 2023 | 165 | 2023 |
| Channel-Attention Dense U-Net for Multichannel Speech Enhancement B Tolooshams, R Giri, AH Song, U Isik, A Krishnaswamy ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 109 | 2020 |
| Pharmacological modulation of noradrenergic arousal circuitry disrupts functional connectivity of the locus ceruleus in humans AH Song, A Kucyi, V Napadow, EN Brown, ML Loggia, O Akeju Journal of Neuroscience 37 (29), 6938-6945, 2017 | 87 | 2017 |
| GABAA circuit mechanisms are associated with ether anesthesia-induced unconsciousness O Akeju, AE Hamilos, AH Song, KJ Pavone, PL Purdon, EN Brown Clinical Neurophysiology 127 (6), 2472-2481, 2016 | 47 | 2016 |
| Analysis of 3D pathology samples using weakly supervised AI AH Song, M Williams, DFK Williamson, SSL Chow, G Jaume, G Gao, ... Cell 187 (10), 2502-2520. e17, 2024 | 37* | 2024 |
| Demographic bias in misdiagnosis by computational pathology models A Vaidya*, RJ Chen*, DFK Williamson*, AH Song, G Jaume, Y Yang, ... Nature Medicine 30 (4), 1174-1190, 2024 | 35 | 2024 |
| Covariance-free sparse Bayesian learning A Lin, AH Song, B Bilgic, D Ba IEEE Transactions on Signal Processing 70, 3818-3831, 2022 | 34 | 2022 |
| Convolutional dictionary learning based auto-encoders for natural exponential-family distributions B Tolooshams*, A Song*, S Temereanca, D Ba International Conference on Machine Learning, 9493-9503, 2020 | 31 | 2020 |
| Bring your own learner: A cloud-based, data-parallel commons for machine learning I Arnaldo, K Veeramachaneni, A Song, UM O'Reilly IEEE Computational Intelligence Magazine 10 (1), 20-32, 2015 | 31 | 2015 |
| Transcriptomics-guided slide representation learning in computational pathology G Jaume, L Oldenburg, A Vaidya, RJ Chen, DFK Williamson, T Peeters, ... CVPR, 9632-9644, 2024 | 26 | 2024 |
| Morphological prototyping for unsupervised slide representation learning in computational pathology AH Song*, RJ Chen*, T Ding, DFK Williamson, G Jaume, F Mahmood CVPR, 11566-11578, 2024 | 26 | 2024 |
| Hest-1k: A dataset for spatial transcriptomics and histology image analysis G Jaume*, P Doucet*, A Song, MY Lu, C Almagro Pérez, S Wagner, ... Advances in Neural Information Processing Systems 37, 53798-53833, 2025 | 22 | 2025 |
| Incorporating intratumoral heterogeneity into weakly-supervised deep learning models via variance pooling I Carmichael*, AH Song*, RJ Chen, DFK Williamson, TY Chen, ... International Conference on Medical Image Computing and Computer-Assisted …, 2022 | 16 | 2022 |
| Multimodal Whole Slide Foundation Model for Pathology T Ding*, SJ Wagner*, AH Song*, RJ Chen*, MY Lu, A Zhang, AJ Vaidya, ... arXiv preprint arXiv:2411.19666, 2024 | 15 | 2024 |
| Multimodal Prototyping for cancer survival prediction AH Song, RJ Chen, G Jaume, AJ Vaidya, A Baras, F Mahmood ICML, 2024 | 13 | 2024 |
| Convolutional dictionary learning with grid refinement AH Song, FJ Flores, D Ba IEEE Transactions on Signal Processing 68, 2558-2573, 2020 | 12 | 2020 |
| Integrating context for superior cancer prognosis G Jaume*, AH Song*, F Mahmood Nature Biomedical Engineering, 2022 | 11 | 2022 |
| Multistain Pretraining for Slide Representation Learning in Pathology G Jaume*, A Vaidya*, A Zhang+, A H Song+, R J Chen, S Sahai, D Mo, ... European Conference on Computer Vision, 19-37, 2025 | 9 | 2025 |
Faisal MahmoodAssociate Professor, Harvard UniversityBestätigte E-Mail-Adresse bei fas.harvard.edu
